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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

5 tools

#ast ×
Tool

Cocoindex Code

Coding

cocoindex-io

CocoIndex Code helps coding agents look up the right code before they start opening files. It builds a local AST-aware s

code-intelligenceasttree-sittersearch

A
Tool

Code-Graph-RAG

CodingMemoryData Wrangling

vitali87

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

knowledge-graphtree-sittermemgraphast

A
Tool

jCodeMunch MCP

Coding

jgravelle

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Wor

token-optimizationcode-intelligencetree-sitterast

A
Tool

Infigraph

CodingMemory

intuit

Ask a coding agent where something lives and it keyword-greps, so a function sharing one word with your query outranks t

astknowledge-graphsemantic-searchlocal-first

B
Tool

Contextplus

Coding

ForLoopCodes

On codebases with millions of lines, tools that walk import graphs miss semantic neighbors and full files blow the conte

ragastcode-intelligencevector-db

C